{
 "metadata": {
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.10"
  },
  "orig_nbformat": 4,
  "kernelspec": {
   "name": "python3",
   "display_name": "Python 3.8.10 64-bit ('schedule': conda)"
  },
  "interpreter": {
   "hash": "3ae78835c38ccf0f3e5dc280c047befa672fb149db602c2a4bfc8a6562db08f8"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2,
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "count    14405.000000\nmean        10.439014\nstd         50.316753\nmin       -134.000000\n25%        -14.000000\n50%          3.000000\n75%         16.000000\nmax       1296.000000\nName: 误差, dtype: float64\nInt64Index([504, 613, 5344, 6019, 9071, 9075, 9076, 9478, 10438, 13883], dtype='int64')\n"
     ]
    }
   ],
   "source": [
    "import fitter \n",
    "import pandas as pd \n",
    "import numpy as np\n",
    "import os\n",
    "\n",
    "def read_data(url, file_url):\n",
    "    data = pd.read_csv(file_url + url,encoding= \"utf-8\", \n",
    "                    converters={\"预起\":pd.to_datetime,\n",
    "                                \"预起变更\":pd.to_datetime,\n",
    "                                \"离地\":pd.to_datetime,\n",
    "                                \"预达\":pd.to_datetime,\n",
    "                                \"预达变更\":pd.to_datetime,\n",
    "                                \"落地\":pd.to_datetime})\n",
    "    return data \n",
    "\n",
    "def fit_data(data,bin = 1000, xmax = 300, xmin = -300):\n",
    "    f = fitter.Fitter(data)\n",
    "    f.fit()\n",
    "    f.summary()\n",
    "    print(f.get_best())\n",
    "\n",
    "if __name__ == \"__main__\":\n",
    "    file_url = \"data\\\\clean\\\\\"\n",
    "    os_list = os.listdir(file_url)\n",
    "    # 读取数据\n",
    "    total_data = read_data(file_url = \"data\\\\clean\\\\\",url = \"2021-06-01.csv\")\n",
    "\n",
    "    # 获取所有的数据\n",
    "    for file in os_list[1:]:\n",
    "        new_data = read_data(file,file_url)\n",
    "        total_data = total_data.append(new_data)\n",
    "        total_data.index = [i for i in range(total_data.shape[0])]\n",
    "    # print(total_data.shape)\n",
    "    # print(total_data.head())\n",
    "\n",
    "    raw_data = total_data[\"误差\"].dropna()\n",
    "    print(raw_data.describe())\n",
    "    # print(fitted_data)\n",
    "    # print(type(fitted_data.values))\n",
    "    # fit_data(raw_data)\n",
    "    print(raw_data[raw_data.values > 450].index)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "output_type": "stream",
     "name": "stdout",
     "text": [
      "0   -134.0\n1    -25.0\n2    -40.0\n3     -9.0\n4     -6.0\nName: 误差, dtype: float64\n"
     ]
    },
    {
     "output_type": "display_data",
     "data": {
      "text/plain": "<Figure size 432x288 with 1 Axes>",
      "image/svg+xml": "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n<svg height=\"250.243196pt\" version=\"1.1\" viewBox=\"0 0 384.828125 250.243196\" width=\"384.828125pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n <metadata>\r\n  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\r\n   <cc:Work>\r\n    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\r\n    <dc:date>2021-07-02T03:07:01.229501</dc:date>\r\n    <dc:format>image/svg+xml</dc:format>\r\n    <dc:creator>\r\n     <cc:Agent>\r\n      <dc:title>Matplotlib v3.4.2, https://matplotlib.org/</dc:title>\r\n     </cc:Agent>\r\n    </dc:creator>\r\n   </cc:Work>\r\n  </rdf:RDF>\r\n </metadata>\r\n <defs>\r\n  <style type=\"text/css\">*{stroke-linecap:butt;stroke-linejoin:round;}</style>\r\n </defs>\r\n <g id=\"figure_1\">\r\n  <g id=\"patch_1\">\r\n   <path d=\"M 0 250.243196 \r\nL 384.828125 250.243196 \r\nL 384.828125 0 \r\nL 0 0 \r\nz\r\n\" style=\"fill:none;\"/>\r\n  </g>\r\n  <g id=\"axes_1\">\r\n   <g id=\"patch_2\">\r\n    <path d=\"M 42.828125 226.365071 \r\nL 377.628125 226.365071 \r\nL 377.628125 8.925071 \r\nL 42.828125 8.925071 \r\nz\r\n\" style=\"fill:#ffffff;\"/>\r\n   </g>\r\n   <g id=\"patch_3\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 58.046307 226.365071 \r\nL 61.089943 226.365071 \r\nL 61.089943 226.284384 \r\nL 58.046307 226.284384 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_4\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 61.089943 226.365071 \r\nL 64.13358 226.365071 \r\nL 64.13358 226.365071 \r\nL 61.089943 226.365071 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_5\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 64.13358 226.365071 \r\nL 67.177216 226.365071 \r\nL 67.177216 226.284384 \r\nL 64.13358 226.284384 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_6\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 67.177216 226.365071 \r\nL 70.220852 226.365071 \r\nL 70.220852 226.365071 \r\nL 67.177216 226.365071 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_7\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 70.220852 226.365071 \r\nL 73.264489 226.365071 \r\nL 73.264489 226.284384 \r\nL 70.220852 226.284384 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_8\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 73.264489 226.365071 \r\nL 76.308125 226.365071 \r\nL 76.308125 226.284384 \r\nL 73.264489 226.284384 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_9\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 76.308125 226.365071 \r\nL 79.351761 226.365071 \r\nL 79.351761 226.284384 \r\nL 76.308125 226.284384 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_10\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 79.351761 226.365071 \r\nL 82.395398 226.365071 \r\nL 82.395398 226.284384 \r\nL 79.351761 226.284384 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_11\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 82.395398 226.365071 \r\nL 85.439034 226.365071 \r\nL 85.439034 226.123011 \r\nL 82.395398 226.123011 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_12\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 85.439034 226.365071 \r\nL 88.48267 226.365071 \r\nL 88.48267 226.284384 \r\nL 85.439034 226.284384 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_13\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 88.48267 226.365071 \r\nL 91.526307 226.365071 \r\nL 91.526307 225.961637 \r\nL 88.48267 225.961637 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_14\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 91.526307 226.365071 \r\nL 94.569943 226.365071 \r\nL 94.569943 225.961637 \r\nL 91.526307 225.961637 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_15\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 94.569943 226.365071 \r\nL 97.61358 226.365071 \r\nL 97.61358 225.39683 \r\nL 94.569943 225.39683 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_16\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 97.61358 226.365071 \r\nL 100.657216 226.365071 \r\nL 100.657216 224.912709 \r\nL 97.61358 224.912709 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_17\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 100.657216 226.365071 \r\nL 103.700852 226.365071 \r\nL 103.700852 224.912709 \r\nL 100.657216 224.912709 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_18\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 103.700852 226.365071 \r\nL 106.744489 226.365071 \r\nL 106.744489 223.1376 \r\nL 103.700852 223.1376 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_19\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 106.744489 226.365071 \r\nL 109.788125 226.365071 \r\nL 109.788125 216.279225 \r\nL 106.744489 216.279225 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_20\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 109.788125 226.365071 \r\nL 112.831761 226.365071 \r\nL 112.831761 213.051754 \r\nL 109.788125 213.051754 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_21\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 112.831761 226.365071 \r\nL 115.875398 226.365071 \r\nL 115.875398 200.464619 \r\nL 112.831761 200.464619 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_22\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 115.875398 226.365071 \r\nL 118.919034 226.365071 \r\nL 118.919034 178.517818 \r\nL 115.875398 178.517818 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_23\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 118.919034 226.365071 \r\nL 121.96267 226.365071 \r\nL 121.96267 152.213932 \r\nL 118.919034 152.213932 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_24\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 121.96267 226.365071 \r\nL 125.006307 226.365071 \r\nL 125.006307 161.73497 \r\nL 121.96267 161.73497 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_25\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 125.006307 226.365071 \r\nL 128.049943 226.365071 \r\nL 128.049943 162.703211 \r\nL 125.006307 162.703211 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_26\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 128.049943 226.365071 \r\nL 131.09358 226.365071 \r\nL 131.09358 158.346126 \r\nL 128.049943 158.346126 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_27\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 131.09358 226.365071 \r\nL 134.137216 226.365071 \r\nL 134.137216 141.643965 \r\nL 131.09358 141.643965 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_28\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 134.137216 226.365071 \r\nL 137.180852 226.365071 \r\nL 137.180852 93.635338 \r\nL 134.137216 93.635338 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_29\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 137.180852 226.365071 \r\nL 140.224489 226.365071 \r\nL 140.224489 65.314283 \r\nL 137.180852 65.314283 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_30\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 140.224489 226.365071 \r\nL 143.268125 226.365071 \r\nL 143.268125 126.55554 \r\nL 140.224489 126.55554 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_31\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 143.268125 226.365071 \r\nL 146.311761 226.365071 \r\nL 146.311761 157.458571 \r\nL 143.268125 157.458571 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_32\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 146.311761 226.365071 \r\nL 149.355398 226.365071 \r\nL 149.355398 185.537567 \r\nL 146.311761 185.537567 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_33\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 149.355398 226.365071 \r\nL 152.399034 226.365071 \r\nL 152.399034 192.718689 \r\nL 149.355398 192.718689 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_34\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 152.399034 226.365071 \r\nL 155.44267 226.365071 \r\nL 155.44267 210.147031 \r\nL 152.399034 210.147031 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_35\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 155.44267 226.365071 \r\nL 158.486307 226.365071 \r\nL 158.486307 213.858622 \r\nL 155.44267 213.858622 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_36\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 158.486307 226.365071 \r\nL 161.529943 226.365071 \r\nL 161.529943 212.729007 \r\nL 158.486307 212.729007 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_37\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 161.529943 226.365071 \r\nL 164.57358 226.365071 \r\nL 164.57358 215.956478 \r\nL 161.529943 215.956478 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_38\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 164.57358 226.365071 \r\nL 167.617216 226.365071 \r\nL 167.617216 217.89296 \r\nL 164.57358 217.89296 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_39\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 167.617216 226.365071 \r\nL 170.660852 226.365071 \r\nL 170.660852 217.731587 \r\nL 167.617216 217.731587 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_40\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 170.660852 226.365071 \r\nL 173.704489 226.365071 \r\nL 173.704489 220.232877 \r\nL 170.660852 220.232877 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_41\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 173.704489 226.365071 \r\nL 176.748125 226.365071 \r\nL 176.748125 220.716997 \r\nL 173.704489 220.716997 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_42\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 176.748125 226.365071 \r\nL 179.791761 226.365071 \r\nL 179.791761 219.91013 \r\nL 176.748125 219.91013 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_43\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 179.791761 226.365071 \r\nL 182.835398 226.365071 \r\nL 182.835398 219.748756 \r\nL 179.791761 219.748756 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_44\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 182.835398 226.365071 \r\nL 185.879034 226.365071 \r\nL 185.879034 221.523865 \r\nL 182.835398 221.523865 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_45\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 185.879034 226.365071 \r\nL 188.92267 226.365071 \r\nL 188.92267 222.250046 \r\nL 185.879034 222.250046 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_46\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 188.92267 226.365071 \r\nL 191.966307 226.365071 \r\nL 191.966307 221.443178 \r\nL 188.92267 221.443178 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_47\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 191.966307 226.365071 \r\nL 195.009943 226.365071 \r\nL 195.009943 222.411419 \r\nL 191.966307 222.411419 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_48\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 195.009943 226.365071 \r\nL 198.05358 226.365071 \r\nL 198.05358 222.814853 \r\nL 195.009943 222.814853 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_49\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 198.05358 226.365071 \r\nL 201.097216 226.365071 \r\nL 201.097216 223.056914 \r\nL 198.05358 223.056914 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_50\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 201.097216 226.365071 \r\nL 204.140852 226.365071 \r\nL 204.140852 223.298974 \r\nL 201.097216 223.298974 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_51\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 204.140852 226.365071 \r\nL 207.184489 226.365071 \r\nL 207.184489 223.621721 \r\nL 204.140852 223.621721 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_52\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 207.184489 226.365071 \r\nL 210.228125 226.365071 \r\nL 210.228125 223.863781 \r\nL 207.184489 223.863781 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_53\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 210.228125 226.365071 \r\nL 213.271761 226.365071 \r\nL 213.271761 223.621721 \r\nL 210.228125 223.621721 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_54\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 213.271761 226.365071 \r\nL 216.315398 226.365071 \r\nL 216.315398 223.541034 \r\nL 213.271761 223.541034 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_55\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 216.315398 226.365071 \r\nL 219.359034 226.365071 \r\nL 219.359034 224.025155 \r\nL 216.315398 224.025155 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_56\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 219.359034 226.365071 \r\nL 222.40267 226.365071 \r\nL 222.40267 223.783094 \r\nL 219.359034 223.783094 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_57\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 222.40267 226.365071 \r\nL 225.446307 226.365071 \r\nL 225.446307 224.832022 \r\nL 222.40267 224.832022 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_58\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 225.446307 226.365071 \r\nL 228.489943 226.365071 \r\nL 228.489943 224.993396 \r\nL 225.446307 224.993396 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_59\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 228.489943 226.365071 \r\nL 231.53358 226.365071 \r\nL 231.53358 223.056914 \r\nL 228.489943 223.056914 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_60\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 231.53358 226.365071 \r\nL 234.577216 226.365071 \r\nL 234.577216 224.993396 \r\nL 231.53358 224.993396 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_61\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 234.577216 226.365071 \r\nL 237.620852 226.365071 \r\nL 237.620852 224.832022 \r\nL 234.577216 224.832022 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_62\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 237.620852 226.365071 \r\nL 240.664489 226.365071 \r\nL 240.664489 225.074083 \r\nL 237.620852 225.074083 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_63\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 240.664489 226.365071 \r\nL 243.708125 226.365071 \r\nL 243.708125 225.477517 \r\nL 240.664489 225.477517 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_64\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 243.708125 226.365071 \r\nL 246.751761 226.365071 \r\nL 246.751761 225.316143 \r\nL 243.708125 225.316143 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_65\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 246.751761 226.365071 \r\nL 249.795398 226.365071 \r\nL 249.795398 225.316143 \r\nL 246.751761 225.316143 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_66\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 249.795398 226.365071 \r\nL 252.839034 226.365071 \r\nL 252.839034 224.912709 \r\nL 249.795398 224.912709 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_67\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 252.839034 226.365071 \r\nL 255.88267 226.365071 \r\nL 255.88267 225.800264 \r\nL 252.839034 225.800264 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_68\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 255.88267 226.365071 \r\nL 258.926307 226.365071 \r\nL 258.926307 225.477517 \r\nL 255.88267 225.477517 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_69\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 258.926307 226.365071 \r\nL 261.969943 226.365071 \r\nL 261.969943 225.477517 \r\nL 258.926307 225.477517 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_70\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 261.969943 226.365071 \r\nL 265.01358 226.365071 \r\nL 265.01358 225.88095 \r\nL 261.969943 225.88095 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_71\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 265.01358 226.365071 \r\nL 268.057216 226.365071 \r\nL 268.057216 225.800264 \r\nL 265.01358 225.800264 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_72\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 268.057216 226.365071 \r\nL 271.100852 226.365071 \r\nL 271.100852 225.719577 \r\nL 268.057216 225.719577 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_73\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 271.100852 226.365071 \r\nL 274.144489 226.365071 \r\nL 274.144489 225.477517 \r\nL 271.100852 225.477517 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_74\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 274.144489 226.365071 \r\nL 277.188125 226.365071 \r\nL 277.188125 226.203698 \r\nL 274.144489 226.203698 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_75\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 277.188125 226.365071 \r\nL 280.231761 226.365071 \r\nL 280.231761 225.88095 \r\nL 277.188125 225.88095 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_76\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 280.231761 226.365071 \r\nL 283.275398 226.365071 \r\nL 283.275398 225.800264 \r\nL 280.231761 225.800264 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_77\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 283.275398 226.365071 \r\nL 286.319034 226.365071 \r\nL 286.319034 226.042324 \r\nL 283.275398 226.042324 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_78\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 286.319034 226.365071 \r\nL 289.36267 226.365071 \r\nL 289.36267 226.123011 \r\nL 286.319034 226.123011 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_79\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 289.36267 226.365071 \r\nL 292.406307 226.365071 \r\nL 292.406307 225.961637 \r\nL 289.36267 225.961637 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_80\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 292.406307 226.365071 \r\nL 295.449943 226.365071 \r\nL 295.449943 226.123011 \r\nL 292.406307 226.123011 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_81\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 295.449943 226.365071 \r\nL 298.49358 226.365071 \r\nL 298.49358 226.284384 \r\nL 295.449943 226.284384 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_82\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 298.49358 226.365071 \r\nL 301.537216 226.365071 \r\nL 301.537216 226.123011 \r\nL 298.49358 226.123011 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_83\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 301.537216 226.365071 \r\nL 304.580852 226.365071 \r\nL 304.580852 226.203698 \r\nL 301.537216 226.203698 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_84\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 304.580852 226.365071 \r\nL 307.624489 226.365071 \r\nL 307.624489 226.284384 \r\nL 304.580852 226.284384 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_85\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 307.624489 226.365071 \r\nL 310.668125 226.365071 \r\nL 310.668125 226.365071 \r\nL 307.624489 226.365071 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_86\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 310.668125 226.365071 \r\nL 313.711761 226.365071 \r\nL 313.711761 226.203698 \r\nL 310.668125 226.203698 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_87\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 313.711761 226.365071 \r\nL 316.755398 226.365071 \r\nL 316.755398 226.284384 \r\nL 313.711761 226.284384 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_88\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 316.755398 226.365071 \r\nL 319.799034 226.365071 \r\nL 319.799034 226.123011 \r\nL 316.755398 226.123011 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_89\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 319.799034 226.365071 \r\nL 322.84267 226.365071 \r\nL 322.84267 226.284384 \r\nL 319.799034 226.284384 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_90\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 322.84267 226.365071 \r\nL 325.886307 226.365071 \r\nL 325.886307 226.123011 \r\nL 322.84267 226.123011 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_91\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 325.886307 226.365071 \r\nL 328.929943 226.365071 \r\nL 328.929943 226.203698 \r\nL 325.886307 226.203698 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_92\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 328.929943 226.365071 \r\nL 331.97358 226.365071 \r\nL 331.97358 226.365071 \r\nL 328.929943 226.365071 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_93\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 331.97358 226.365071 \r\nL 335.017216 226.365071 \r\nL 335.017216 226.284384 \r\nL 331.97358 226.284384 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_94\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 335.017216 226.365071 \r\nL 338.060852 226.365071 \r\nL 338.060852 226.365071 \r\nL 335.017216 226.365071 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_95\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 338.060852 226.365071 \r\nL 341.104489 226.365071 \r\nL 341.104489 226.284384 \r\nL 338.060852 226.284384 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_96\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 341.104489 226.365071 \r\nL 344.148125 226.365071 \r\nL 344.148125 226.042324 \r\nL 341.104489 226.042324 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_97\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 344.148125 226.365071 \r\nL 347.191761 226.365071 \r\nL 347.191761 226.284384 \r\nL 344.148125 226.284384 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_98\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 347.191761 226.365071 \r\nL 350.235398 226.365071 \r\nL 350.235398 226.203698 \r\nL 347.191761 226.203698 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_99\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 350.235398 226.365071 \r\nL 353.279034 226.365071 \r\nL 353.279034 226.365071 \r\nL 350.235398 226.365071 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_100\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 353.279034 226.365071 \r\nL 356.32267 226.365071 \r\nL 356.32267 226.203698 \r\nL 353.279034 226.203698 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_101\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 356.32267 226.365071 \r\nL 359.366307 226.365071 \r\nL 359.366307 226.365071 \r\nL 356.32267 226.365071 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"patch_102\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 359.366307 226.365071 \r\nL 362.409943 226.365071 \r\nL 362.409943 226.203698 \r\nL 359.366307 226.203698 \r\nz\r\n\" style=\"fill:#1f77b4;\"/>\r\n   </g>\r\n   <g id=\"matplotlib.axis_1\">\r\n    <g id=\"xtick_1\">\r\n     <g id=\"line2d_1\">\r\n      <path clip-path=\"url(#pac1109b543)\" d=\"M 77.571521 226.365071 \r\nL 77.571521 8.925071 \r\n\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\r\n     </g>\r\n     <g id=\"line2d_2\">\r\n      <defs>\r\n       <path d=\"M 0 0 \r\nL 0 3.5 \r\n\" id=\"m46f327a207\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n      </defs>\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"77.571521\" xlink:href=\"#m46f327a207\" y=\"226.365071\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_1\">\r\n      <!-- −100 -->\r\n      <g transform=\"translate(63.837927 240.963509)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 678 2272 \r\nL 4684 2272 \r\nL 4684 1741 \r\nL 678 1741 \r\nL 678 2272 \r\nz\r\n\" id=\"DejaVuSans-2212\" transform=\"scale(0.015625)\"/>\r\n        <path d=\"M 794 531 \r\nL 1825 531 \r\nL 1825 4091 \r\nL 703 3866 \r\nL 703 4441 \r\nL 1819 4666 \r\nL 2450 4666 \r\nL 2450 531 \r\nL 3481 531 \r\nL 3481 0 \r\nL 794 0 \r\nL 794 531 \r\nz\r\n\" id=\"DejaVuSans-31\" transform=\"scale(0.015625)\"/>\r\n        <path d=\"M 2034 4250 \r\nQ 1547 4250 1301 3770 \r\nQ 1056 3291 1056 2328 \r\nQ 1056 1369 1301 889 \r\nQ 1547 409 2034 409 \r\nQ 2525 409 2770 889 \r\nQ 3016 1369 3016 2328 \r\nQ 3016 3291 2770 3770 \r\nQ 2525 4250 2034 4250 \r\nz\r\nM 2034 4750 \r\nQ 2819 4750 3233 4129 \r\nQ 3647 3509 3647 2328 \r\nQ 3647 1150 3233 529 \r\nQ 2819 -91 2034 -91 \r\nQ 1250 -91 836 529 \r\nQ 422 1150 422 2328 \r\nQ 422 3509 836 4129 \r\nQ 1250 4750 2034 4750 \r\nz\r\n\" id=\"DejaVuSans-30\" transform=\"scale(0.015625)\"/>\r\n       </defs>\r\n       <use xlink:href=\"#DejaVuSans-2212\"/>\r\n       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-31\"/>\r\n       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-30\"/>\r\n       <use x=\"211.035156\" xlink:href=\"#DejaVuSans-30\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"xtick_2\">\r\n     <g id=\"line2d_3\">\r\n      <path clip-path=\"url(#pac1109b543)\" d=\"M 134.998622 226.365071 \r\nL 134.998622 8.925071 \r\n\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\r\n     </g>\r\n     <g id=\"line2d_4\">\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"134.998622\" xlink:href=\"#m46f327a207\" y=\"226.365071\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_2\">\r\n      <!-- 0 -->\r\n      <g transform=\"translate(131.817372 240.963509)scale(0.1 -0.1)\">\r\n       <use xlink:href=\"#DejaVuSans-30\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"xtick_3\">\r\n     <g id=\"line2d_5\">\r\n      <path clip-path=\"url(#pac1109b543)\" d=\"M 192.425724 226.365071 \r\nL 192.425724 8.925071 \r\n\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\r\n     </g>\r\n     <g id=\"line2d_6\">\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"192.425724\" xlink:href=\"#m46f327a207\" y=\"226.365071\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_3\">\r\n      <!-- 100 -->\r\n      <g transform=\"translate(182.881974 240.963509)scale(0.1 -0.1)\">\r\n       <use xlink:href=\"#DejaVuSans-31\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"xtick_4\">\r\n     <g id=\"line2d_7\">\r\n      <path clip-path=\"url(#pac1109b543)\" d=\"M 249.852825 226.365071 \r\nL 249.852825 8.925071 \r\n\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\r\n     </g>\r\n     <g id=\"line2d_8\">\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"249.852825\" xlink:href=\"#m46f327a207\" y=\"226.365071\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_4\">\r\n      <!-- 200 -->\r\n      <g transform=\"translate(240.309075 240.963509)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 1228 531 \r\nL 3431 531 \r\nL 3431 0 \r\nL 469 0 \r\nL 469 531 \r\nQ 828 903 1448 1529 \r\nQ 2069 2156 2228 2338 \r\nQ 2531 2678 2651 2914 \r\nQ 2772 3150 2772 3378 \r\nQ 2772 3750 2511 3984 \r\nQ 2250 4219 1831 4219 \r\nQ 1534 4219 1204 4116 \r\nQ 875 4013 500 3803 \r\nL 500 4441 \r\nQ 881 4594 1212 4672 \r\nQ 1544 4750 1819 4750 \r\nQ 2544 4750 2975 4387 \r\nQ 3406 4025 3406 3419 \r\nQ 3406 3131 3298 2873 \r\nQ 3191 2616 2906 2266 \r\nQ 2828 2175 2409 1742 \r\nQ 1991 1309 1228 531 \r\nz\r\n\" id=\"DejaVuSans-32\" transform=\"scale(0.015625)\"/>\r\n       </defs>\r\n       <use xlink:href=\"#DejaVuSans-32\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"xtick_5\">\r\n     <g id=\"line2d_9\">\r\n      <path clip-path=\"url(#pac1109b543)\" d=\"M 307.279926 226.365071 \r\nL 307.279926 8.925071 \r\n\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\r\n     </g>\r\n     <g id=\"line2d_10\">\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"307.279926\" xlink:href=\"#m46f327a207\" y=\"226.365071\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_5\">\r\n      <!-- 300 -->\r\n      <g transform=\"translate(297.736176 240.963509)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 2597 2516 \r\nQ 3050 2419 3304 2112 \r\nQ 3559 1806 3559 1356 \r\nQ 3559 666 3084 287 \r\nQ 2609 -91 1734 -91 \r\nQ 1441 -91 1130 -33 \r\nQ 819 25 488 141 \r\nL 488 750 \r\nQ 750 597 1062 519 \r\nQ 1375 441 1716 441 \r\nQ 2309 441 2620 675 \r\nQ 2931 909 2931 1356 \r\nQ 2931 1769 2642 2001 \r\nQ 2353 2234 1838 2234 \r\nL 1294 2234 \r\nL 1294 2753 \r\nL 1863 2753 \r\nQ 2328 2753 2575 2939 \r\nQ 2822 3125 2822 3475 \r\nQ 2822 3834 2567 4026 \r\nQ 2313 4219 1838 4219 \r\nQ 1578 4219 1281 4162 \r\nQ 984 4106 628 3988 \r\nL 628 4550 \r\nQ 988 4650 1302 4700 \r\nQ 1616 4750 1894 4750 \r\nQ 2613 4750 3031 4423 \r\nQ 3450 4097 3450 3541 \r\nQ 3450 3153 3228 2886 \r\nQ 3006 2619 2597 2516 \r\nz\r\n\" id=\"DejaVuSans-33\" transform=\"scale(0.015625)\"/>\r\n       </defs>\r\n       <use xlink:href=\"#DejaVuSans-33\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"xtick_6\">\r\n     <g id=\"line2d_11\">\r\n      <path clip-path=\"url(#pac1109b543)\" d=\"M 364.707027 226.365071 \r\nL 364.707027 8.925071 \r\n\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\r\n     </g>\r\n     <g id=\"line2d_12\">\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"364.707027\" xlink:href=\"#m46f327a207\" y=\"226.365071\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_6\">\r\n      <!-- 400 -->\r\n      <g transform=\"translate(355.163277 240.963509)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 2419 4116 \r\nL 825 1625 \r\nL 2419 1625 \r\nL 2419 4116 \r\nz\r\nM 2253 4666 \r\nL 3047 4666 \r\nL 3047 1625 \r\nL 3713 1625 \r\nL 3713 1100 \r\nL 3047 1100 \r\nL 3047 0 \r\nL 2419 0 \r\nL 2419 1100 \r\nL 313 1100 \r\nL 313 1709 \r\nL 2253 4666 \r\nz\r\n\" id=\"DejaVuSans-34\" transform=\"scale(0.015625)\"/>\r\n       </defs>\r\n       <use xlink:href=\"#DejaVuSans-34\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\r\n       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n   </g>\r\n   <g id=\"matplotlib.axis_2\">\r\n    <g id=\"ytick_1\">\r\n     <g id=\"line2d_13\">\r\n      <path clip-path=\"url(#pac1109b543)\" d=\"M 42.828125 226.365071 \r\nL 377.628125 226.365071 \r\n\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\r\n     </g>\r\n     <g id=\"line2d_14\">\r\n      <defs>\r\n       <path d=\"M 0 0 \r\nL -3.5 0 \r\n\" id=\"m7fe9fd52c3\" style=\"stroke:#000000;stroke-width:0.8;\"/>\r\n      </defs>\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"42.828125\" xlink:href=\"#m7fe9fd52c3\" y=\"226.365071\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_7\">\r\n      <!-- 0.000 -->\r\n      <g transform=\"translate(7.2 230.16429)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 684 794 \r\nL 1344 794 \r\nL 1344 0 \r\nL 684 0 \r\nL 684 794 \r\nz\r\n\" id=\"DejaVuSans-2e\" transform=\"scale(0.015625)\"/>\r\n       </defs>\r\n       <use xlink:href=\"#DejaVuSans-30\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\r\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\r\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-30\"/>\r\n       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-30\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"ytick_2\">\r\n     <g id=\"line2d_15\">\r\n      <path clip-path=\"url(#pac1109b543)\" d=\"M 42.828125 195.598521 \r\nL 377.628125 195.598521 \r\n\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\r\n     </g>\r\n     <g id=\"line2d_16\">\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"42.828125\" xlink:href=\"#m7fe9fd52c3\" y=\"195.598521\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_8\">\r\n      <!-- 0.005 -->\r\n      <g transform=\"translate(7.2 199.397739)scale(0.1 -0.1)\">\r\n       <defs>\r\n        <path d=\"M 691 4666 \r\nL 3169 4666 \r\nL 3169 4134 \r\nL 1269 4134 \r\nL 1269 2991 \r\nQ 1406 3038 1543 3061 \r\nQ 1681 3084 1819 3084 \r\nQ 2600 3084 3056 2656 \r\nQ 3513 2228 3513 1497 \r\nQ 3513 744 3044 326 \r\nQ 2575 -91 1722 -91 \r\nQ 1428 -91 1123 -41 \r\nQ 819 9 494 109 \r\nL 494 744 \r\nQ 775 591 1075 516 \r\nQ 1375 441 1709 441 \r\nQ 2250 441 2565 725 \r\nQ 2881 1009 2881 1497 \r\nQ 2881 1984 2565 2268 \r\nQ 2250 2553 1709 2553 \r\nQ 1456 2553 1204 2497 \r\nQ 953 2441 691 2322 \r\nL 691 4666 \r\nz\r\n\" id=\"DejaVuSans-35\" transform=\"scale(0.015625)\"/>\r\n       </defs>\r\n       <use xlink:href=\"#DejaVuSans-30\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\r\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\r\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-30\"/>\r\n       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-35\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"ytick_3\">\r\n     <g id=\"line2d_17\">\r\n      <path clip-path=\"url(#pac1109b543)\" d=\"M 42.828125 164.83197 \r\nL 377.628125 164.83197 \r\n\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\r\n     </g>\r\n     <g id=\"line2d_18\">\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"42.828125\" xlink:href=\"#m7fe9fd52c3\" y=\"164.83197\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_9\">\r\n      <!-- 0.010 -->\r\n      <g transform=\"translate(7.2 168.631189)scale(0.1 -0.1)\">\r\n       <use xlink:href=\"#DejaVuSans-30\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\r\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\r\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-31\"/>\r\n       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-30\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"ytick_4\">\r\n     <g id=\"line2d_19\">\r\n      <path clip-path=\"url(#pac1109b543)\" d=\"M 42.828125 134.06542 \r\nL 377.628125 134.06542 \r\n\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\r\n     </g>\r\n     <g id=\"line2d_20\">\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"42.828125\" xlink:href=\"#m7fe9fd52c3\" y=\"134.06542\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_10\">\r\n      <!-- 0.015 -->\r\n      <g transform=\"translate(7.2 137.864639)scale(0.1 -0.1)\">\r\n       <use xlink:href=\"#DejaVuSans-30\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\r\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\r\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-31\"/>\r\n       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-35\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"ytick_5\">\r\n     <g id=\"line2d_21\">\r\n      <path clip-path=\"url(#pac1109b543)\" d=\"M 42.828125 103.29887 \r\nL 377.628125 103.29887 \r\n\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\r\n     </g>\r\n     <g id=\"line2d_22\">\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"42.828125\" xlink:href=\"#m7fe9fd52c3\" y=\"103.29887\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_11\">\r\n      <!-- 0.020 -->\r\n      <g transform=\"translate(7.2 107.098088)scale(0.1 -0.1)\">\r\n       <use xlink:href=\"#DejaVuSans-30\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\r\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\r\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-32\"/>\r\n       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-30\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"ytick_6\">\r\n     <g id=\"line2d_23\">\r\n      <path clip-path=\"url(#pac1109b543)\" d=\"M 42.828125 72.532319 \r\nL 377.628125 72.532319 \r\n\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\r\n     </g>\r\n     <g id=\"line2d_24\">\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"42.828125\" xlink:href=\"#m7fe9fd52c3\" y=\"72.532319\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_12\">\r\n      <!-- 0.025 -->\r\n      <g transform=\"translate(7.2 76.331538)scale(0.1 -0.1)\">\r\n       <use xlink:href=\"#DejaVuSans-30\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\r\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\r\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-32\"/>\r\n       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-35\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"ytick_7\">\r\n     <g id=\"line2d_25\">\r\n      <path clip-path=\"url(#pac1109b543)\" d=\"M 42.828125 41.765769 \r\nL 377.628125 41.765769 \r\n\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\r\n     </g>\r\n     <g id=\"line2d_26\">\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"42.828125\" xlink:href=\"#m7fe9fd52c3\" y=\"41.765769\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_13\">\r\n      <!-- 0.030 -->\r\n      <g transform=\"translate(7.2 45.564988)scale(0.1 -0.1)\">\r\n       <use xlink:href=\"#DejaVuSans-30\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\r\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\r\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-33\"/>\r\n       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-30\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n    <g id=\"ytick_8\">\r\n     <g id=\"line2d_27\">\r\n      <path clip-path=\"url(#pac1109b543)\" d=\"M 42.828125 10.999219 \r\nL 377.628125 10.999219 \r\n\" style=\"fill:none;stroke:#b0b0b0;stroke-linecap:square;stroke-width:0.8;\"/>\r\n     </g>\r\n     <g id=\"line2d_28\">\r\n      <g>\r\n       <use style=\"stroke:#000000;stroke-width:0.8;\" x=\"42.828125\" xlink:href=\"#m7fe9fd52c3\" y=\"10.999219\"/>\r\n      </g>\r\n     </g>\r\n     <g id=\"text_14\">\r\n      <!-- 0.035 -->\r\n      <g transform=\"translate(7.2 14.798437)scale(0.1 -0.1)\">\r\n       <use xlink:href=\"#DejaVuSans-30\"/>\r\n       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\r\n       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\r\n       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-33\"/>\r\n       <use x=\"222.65625\" xlink:href=\"#DejaVuSans-35\"/>\r\n      </g>\r\n     </g>\r\n    </g>\r\n   </g>\r\n   <g id=\"line2d_29\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 59.568125 224.894147 \r\nL 62.611761 224.771137 \r\nL 65.655398 224.632093 \r\nL 68.699034 224.474115 \r\nL 71.74267 224.293622 \r\nL 74.786307 224.086148 \r\nL 77.829943 223.846069 \r\nL 80.87358 223.566229 \r\nL 83.917216 223.237408 \r\nL 86.960852 222.84758 \r\nL 90.004489 222.380827 \r\nL 93.048125 221.815745 \r\nL 96.091761 221.123045 \r\nL 99.135398 220.261858 \r\nL 102.179034 219.173898 \r\nL 105.22267 217.773982 \r\nL 108.266307 215.934172 \r\nL 111.309943 213.456415 \r\nL 114.35358 210.02382 \r\nL 117.397216 205.111673 \r\nL 120.440852 197.823666 \r\nL 123.484489 186.605821 \r\nL 126.528125 168.877246 \r\nL 129.571761 141.386261 \r\nL 132.615398 105.43638 \r\nL 135.659034 81.43916 \r\nL 138.70267 95.814437 \r\nL 141.746307 131.566602 \r\nL 144.789943 162.124838 \r\nL 147.83358 182.338368 \r\nL 150.877216 195.104767 \r\nL 153.920852 203.320655 \r\nL 156.964489 208.799181 \r\nL 160.008125 212.589375 \r\nL 163.051761 215.301136 \r\nL 166.095398 217.299294 \r\nL 169.139034 218.809643 \r\nL 172.18267 219.976701 \r\nL 175.226307 220.895891 \r\nL 178.269943 221.632018 \r\nL 181.31358 222.230218 \r\nL 184.357216 222.722641 \r\nL 187.400852 223.132659 \r\nL 190.444489 223.477569 \r\nL 193.488125 223.770382 \r\nL 196.531761 224.021033 \r\nL 199.575398 224.237207 \r\nL 202.619034 224.424923 \r\nL 205.66267 224.588946 \r\nL 208.706307 224.733087 \r\nL 211.749943 224.860425 \r\nL 214.79358 224.973465 \r\nL 217.837216 225.074264 \r\nL 220.880852 225.164523 \r\nL 223.924489 225.245659 \r\nL 226.968125 225.318858 \r\nL 230.011761 225.38512 \r\nL 233.055398 225.445293 \r\nL 236.099034 225.5001 \r\nL 239.14267 225.550159 \r\nL 242.186307 225.596002 \r\nL 245.229943 225.638089 \r\nL 248.27358 225.676819 \r\nL 251.317216 225.712538 \r\nL 254.360852 225.745551 \r\nL 257.404489 225.776124 \r\nL 260.448125 225.804491 \r\nL 263.491761 225.83086 \r\nL 266.535398 225.855413 \r\nL 269.579034 225.878313 \r\nL 272.62267 225.899705 \r\nL 275.666307 225.919718 \r\nL 278.709943 225.938469 \r\nL 281.75358 225.956062 \r\nL 284.797216 225.972589 \r\nL 287.840852 225.988135 \r\nL 290.884489 226.002776 \r\nL 293.928125 226.016581 \r\nL 296.971761 226.029612 \r\nL 300.015398 226.041927 \r\nL 303.059034 226.053576 \r\nL 306.10267 226.064606 \r\nL 309.146307 226.075062 \r\nL 312.189943 226.084981 \r\nL 315.23358 226.0944 \r\nL 318.277216 226.103352 \r\nL 321.320852 226.111868 \r\nL 324.364489 226.119975 \r\nL 327.408125 226.127699 \r\nL 330.451761 226.135063 \r\nL 333.495398 226.142091 \r\nL 336.539034 226.148801 \r\nL 339.58267 226.155213 \r\nL 342.626307 226.161344 \r\nL 345.669943 226.16721 \r\nL 348.71358 226.172827 \r\nL 351.757216 226.178208 \r\nL 354.800852 226.183367 \r\nL 357.844489 226.188314 \r\nL 360.888125 226.193063 \r\n\" style=\"fill:none;stroke:#ff7f0e;stroke-linecap:square;stroke-width:2;\"/>\r\n   </g>\r\n   <g id=\"line2d_30\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 59.568125 225.77947 \r\nL 62.611761 225.642099 \r\nL 65.655398 225.472504 \r\nL 68.699034 225.263126 \r\nL 71.74267 225.004631 \r\nL 74.786307 224.685498 \r\nL 77.829943 224.291503 \r\nL 80.87358 223.805085 \r\nL 83.917216 223.204563 \r\nL 86.960852 222.463169 \r\nL 90.004489 221.54786 \r\nL 93.048125 220.417837 \r\nL 96.091761 219.022732 \r\nL 99.135398 217.300364 \r\nL 102.179034 215.173961 \r\nL 105.22267 212.548747 \r\nL 108.266307 209.307708 \r\nL 111.309943 205.306386 \r\nL 114.35358 200.366432 \r\nL 117.397216 194.267661 \r\nL 120.440852 186.738239 \r\nL 123.484489 177.442562 \r\nL 126.528125 165.966301 \r\nL 129.571761 151.797936 \r\nL 132.615398 134.305949 \r\nL 135.659034 112.710687 \r\nL 138.70267 119.715846 \r\nL 141.746307 139.980071 \r\nL 144.789943 156.393928 \r\nL 147.83358 169.689017 \r\nL 150.877216 180.457931 \r\nL 153.920852 189.180663 \r\nL 156.964489 196.246005 \r\nL 160.008125 201.968874 \r\nL 163.051761 206.604351 \r\nL 166.095398 210.35905 \r\nL 169.139034 213.400325 \r\nL 172.18267 215.863732 \r\nL 175.226307 217.859073 \r\nL 178.269943 219.475282 \r\nL 181.31358 220.784398 \r\nL 184.357216 221.844772 \r\nL 187.400852 222.703666 \r\nL 190.444489 223.399363 \r\nL 193.488125 223.962871 \r\nL 196.531761 224.419309 \r\nL 199.575398 224.78902 \r\nL 202.619034 225.088482 \r\nL 205.66267 225.331045 \r\nL 208.706307 225.527518 \r\nL 211.749943 225.68666 \r\nL 214.79358 225.815564 \r\nL 217.837216 225.919975 \r\nL 220.880852 226.004547 \r\nL 223.924489 226.073049 \r\nL 226.968125 226.128536 \r\nL 230.011761 226.173479 \r\nL 233.055398 226.209883 \r\nL 236.099034 226.23937 \r\nL 239.14267 226.263254 \r\nL 242.186307 226.2826 \r\nL 245.229943 226.298271 \r\nL 248.27358 226.310963 \r\nL 251.317216 226.321244 \r\nL 254.360852 226.329572 \r\nL 257.404489 226.336317 \r\nL 260.448125 226.34178 \r\nL 263.491761 226.346206 \r\nL 266.535398 226.34979 \r\nL 269.579034 226.352694 \r\nL 272.62267 226.355046 \r\nL 275.666307 226.35695 \r\nL 278.709943 226.358493 \r\nL 281.75358 226.359743 \r\nL 284.797216 226.360756 \r\nL 287.840852 226.361576 \r\nL 290.884489 226.36224 \r\nL 293.928125 226.362778 \r\nL 296.971761 226.363213 \r\nL 300.015398 226.363566 \r\nL 303.059034 226.363852 \r\nL 306.10267 226.364084 \r\nL 309.146307 226.364271 \r\nL 312.189943 226.364423 \r\nL 315.23358 226.364546 \r\nL 318.277216 226.364646 \r\nL 321.320852 226.364727 \r\nL 324.364489 226.364792 \r\nL 327.408125 226.364845 \r\nL 330.451761 226.364888 \r\nL 333.495398 226.364923 \r\nL 336.539034 226.364951 \r\nL 339.58267 226.364974 \r\nL 342.626307 226.364992 \r\nL 345.669943 226.365007 \r\nL 348.71358 226.365019 \r\nL 351.757216 226.365029 \r\nL 354.800852 226.365037 \r\nL 357.844489 226.365044 \r\nL 360.888125 226.365049 \r\n\" style=\"fill:none;stroke:#2ca02c;stroke-linecap:square;stroke-width:2;\"/>\r\n   </g>\r\n   <g id=\"line2d_31\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 59.568125 225.143036 \r\nL 62.611761 224.962765 \r\nL 65.655398 224.753874 \r\nL 68.699034 224.511399 \r\nL 71.74267 224.229419 \r\nL 74.786307 223.900842 \r\nL 77.829943 223.517148 \r\nL 80.87358 223.06805 \r\nL 83.917216 222.541074 \r\nL 86.960852 221.921011 \r\nL 90.004489 221.189211 \r\nL 93.048125 220.322645 \r\nL 96.091761 219.292673 \r\nL 99.135398 218.063349 \r\nL 102.179034 216.589114 \r\nL 105.22267 214.811522 \r\nL 108.266307 212.654526 \r\nL 111.309943 210.017451 \r\nL 114.35358 206.764138 \r\nL 117.397216 202.705365 \r\nL 120.440852 197.568668 \r\nL 123.484489 190.942359 \r\nL 126.528125 182.160195 \r\nL 129.571761 170.024902 \r\nL 132.615398 151.96576 \r\nL 135.659034 119.962622 \r\nL 138.70267 19.279357 \r\nL 141.746307 127.282279 \r\nL 144.789943 155.654864 \r\nL 147.83358 172.403428 \r\nL 150.877216 183.844881 \r\nL 153.920852 192.196735 \r\nL 156.964489 198.532281 \r\nL 160.008125 203.461733 \r\nL 163.051761 207.367324 \r\nL 166.095398 210.504403 \r\nL 169.139034 213.051507 \r\nL 172.18267 215.137767 \r\nL 175.226307 216.859042 \r\nL 178.269943 218.287972 \r\nL 181.31358 219.480531 \r\nL 184.357216 220.480448 \r\nL 187.400852 221.322282 \r\nL 190.444489 222.033619 \r\nL 193.488125 222.636665 \r\nL 196.531761 223.149428 \r\nL 199.575398 223.586606 \r\nL 202.619034 223.960269 \r\nL 205.66267 224.280375 \r\nL 208.706307 224.555183 \r\nL 211.749943 224.791566 \r\nL 214.79358 224.995271 \r\nL 217.837216 225.171116 \r\nL 220.880852 225.323157 \r\nL 223.924489 225.454816 \r\nL 226.968125 225.568988 \r\nL 230.011761 225.66813 \r\nL 233.055398 225.754332 \r\nL 236.099034 225.829373 \r\nL 239.14267 225.894774 \r\nL 242.186307 225.951837 \r\nL 245.229943 226.001678 \r\nL 248.27358 226.045255 \r\nL 251.317216 226.083391 \r\nL 254.360852 226.116798 \r\nL 257.404489 226.146087 \r\nL 260.448125 226.171789 \r\nL 263.491761 226.194361 \r\nL 266.535398 226.2142 \r\nL 269.579034 226.231651 \r\nL 272.62267 226.247012 \r\nL 275.666307 226.260543 \r\nL 278.709943 226.272471 \r\nL 281.75358 226.282993 \r\nL 284.797216 226.29228 \r\nL 287.840852 226.300483 \r\nL 290.884489 226.307732 \r\nL 293.928125 226.314142 \r\nL 296.971761 226.319814 \r\nL 300.015398 226.324836 \r\nL 303.059034 226.329283 \r\nL 306.10267 226.333225 \r\nL 309.146307 226.336721 \r\nL 312.189943 226.339822 \r\nL 315.23358 226.342574 \r\nL 318.277216 226.345018 \r\nL 321.320852 226.347189 \r\nL 324.364489 226.34912 \r\nL 327.408125 226.350836 \r\nL 330.451761 226.352363 \r\nL 333.495398 226.353722 \r\nL 336.539034 226.354932 \r\nL 339.58267 226.35601 \r\nL 342.626307 226.35697 \r\nL 345.669943 226.357826 \r\nL 348.71358 226.35859 \r\nL 351.757216 226.359271 \r\nL 354.800852 226.359879 \r\nL 357.844489 226.360422 \r\nL 360.888125 226.360906 \r\n\" style=\"fill:none;stroke:#d62728;stroke-linecap:square;stroke-width:2;\"/>\r\n   </g>\r\n   <g id=\"line2d_32\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 59.568125 226.118201 \r\nL 62.611761 226.037657 \r\nL 65.655398 225.930905 \r\nL 68.699034 225.789468 \r\nL 71.74267 225.602172 \r\nL 74.786307 225.354309 \r\nL 77.829943 225.02658 \r\nL 80.87358 224.593751 \r\nL 83.917216 224.022995 \r\nL 86.960852 223.271883 \r\nL 90.004489 222.286077 \r\nL 93.048125 220.99684 \r\nL 96.091761 219.318684 \r\nL 99.135398 217.147808 \r\nL 102.179034 214.362449 \r\nL 105.22267 210.826998 \r\nL 108.266307 206.402597 \r\nL 111.309943 200.967664 \r\nL 114.35358 194.451841 \r\nL 117.397216 186.884798 \r\nL 120.440852 178.455804 \r\nL 123.484489 169.569784 \r\nL 126.528125 160.872885 \r\nL 129.571761 153.213146 \r\nL 132.615398 147.512358 \r\nL 135.659034 144.561941 \r\nL 138.70267 144.806573 \r\nL 141.746307 148.208477 \r\nL 144.789943 154.259318 \r\nL 147.83358 162.133612 \r\nL 150.877216 170.908998 \r\nL 153.920852 179.761815 \r\nL 156.964489 188.081552 \r\nL 160.008125 195.498388 \r\nL 163.051761 201.850894 \r\nL 166.095398 207.12804 \r\nL 169.139034 211.410623 \r\nL 172.18267 214.82462 \r\nL 175.226307 217.509426 \r\nL 178.269943 219.599053 \r\nL 181.31358 221.212714 \r\nL 184.357216 222.451423 \r\nL 187.400852 223.398025 \r\nL 190.444489 224.11894 \r\nL 193.488125 224.666564 \r\nL 196.531761 225.081742 \r\nL 199.575398 225.396045 \r\nL 202.619034 225.63372 \r\nL 205.66267 225.813297 \r\nL 208.706307 225.948893 \r\nL 211.749943 226.051232 \r\nL 214.79358 226.128441 \r\nL 217.837216 226.186677 \r\nL 220.880852 226.230592 \r\nL 223.924489 226.263703 \r\nL 226.968125 226.288666 \r\nL 230.011761 226.307483 \r\nL 233.055398 226.321668 \r\nL 236.099034 226.332359 \r\nL 239.14267 226.340417 \r\nL 242.186307 226.34649 \r\nL 245.229943 226.351068 \r\nL 248.27358 226.354517 \r\nL 251.317216 226.357117 \r\nL 254.360852 226.359077 \r\nL 257.404489 226.360554 \r\nL 260.448125 226.361667 \r\nL 263.491761 226.362505 \r\nL 266.535398 226.363137 \r\nL 269.579034 226.363614 \r\nL 272.62267 226.363973 \r\nL 275.666307 226.364243 \r\nL 278.709943 226.364447 \r\nL 281.75358 226.364601 \r\nL 284.797216 226.364717 \r\nL 287.840852 226.364804 \r\nL 290.884489 226.36487 \r\nL 293.928125 226.364919 \r\nL 296.971761 226.364957 \r\nL 300.015398 226.364985 \r\nL 303.059034 226.365006 \r\nL 306.10267 226.365022 \r\nL 309.146307 226.365034 \r\nL 312.189943 226.365043 \r\nL 315.23358 226.36505 \r\nL 318.277216 226.365055 \r\nL 321.320852 226.365059 \r\nL 324.364489 226.365062 \r\nL 327.408125 226.365064 \r\nL 330.451761 226.365066 \r\nL 333.495398 226.365067 \r\nL 336.539034 226.365068 \r\nL 339.58267 226.365069 \r\nL 342.626307 226.365069 \r\nL 345.669943 226.36507 \r\nL 348.71358 226.36507 \r\nL 351.757216 226.36507 \r\nL 354.800852 226.365071 \r\nL 357.844489 226.365071 \r\nL 360.888125 226.365071 \r\n\" style=\"fill:none;stroke:#9467bd;stroke-linecap:square;stroke-width:2;\"/>\r\n   </g>\r\n   <g id=\"line2d_33\">\r\n    <path clip-path=\"url(#pac1109b543)\" d=\"M 59.568125 226.040311 \r\nL 62.611761 225.890412 \r\nL 65.655398 225.681333 \r\nL 68.699034 225.394367 \r\nL 71.74267 225.006845 \r\nL 74.786307 224.492033 \r\nL 77.829943 223.819357 \r\nL 80.87358 222.955015 \r\nL 83.917216 221.863106 \r\nL 86.960852 220.507312 \r\nL 90.004489 218.853173 \r\nL 93.048125 216.870909 \r\nL 96.091761 214.538677 \r\nL 99.135398 211.846066 \r\nL 102.179034 208.797565 \r\nL 105.22267 205.415644 \r\nL 108.266307 201.743093 \r\nL 111.309943 197.844217 \r\nL 114.35358 193.804586 \r\nL 117.397216 189.729077 \r\nL 120.440852 185.738154 \r\nL 123.484489 181.962459 \r\nL 126.528125 178.535999 \r\nL 129.571761 175.588409 \r\nL 132.615398 173.236869 \r\nL 135.659034 171.578407 \r\nL 138.70267 170.683258 \r\nL 141.746307 170.589934 \r\nL 144.789943 171.302473 \r\nL 147.83358 172.790152 \r\nL 150.877216 174.989683 \r\nL 153.920852 177.809677 \r\nL 156.964489 181.136942 \r\nL 160.008125 184.844002 \r\nL 163.051761 188.797147 \r\nL 166.095398 192.864312 \r\nL 169.139034 196.922152 \r\nL 172.18267 200.861802 \r\nL 175.226307 204.593006 \r\nL 178.269943 208.046477 \r\nL 181.31358 211.174523 \r\nL 184.357216 213.950163 \r\nL 187.400852 216.365017 \r\nL 190.444489 218.42636 \r\nL 193.488125 220.153716 \r\nL 196.531761 221.575336 \r\nL 199.575398 222.724869 \r\nL 202.619034 223.638429 \r\nL 205.66267 224.352183 \r\nL 208.706307 224.900536 \r\nL 211.749943 225.314879 \r\nL 214.79358 225.622861 \r\nL 217.837216 225.848092 \r\nL 220.880852 226.010169 \r\nL 223.924489 226.124949 \r\nL 226.968125 226.204951 \r\nL 230.011761 226.259839 \r\nL 233.055398 226.29691 \r\nL 236.099034 226.321558 \r\nL 239.14267 226.337694 \r\nL 242.186307 226.348095 \r\nL 245.229943 226.354696 \r\nL 248.27358 226.358822 \r\nL 251.317216 226.361361 \r\nL 254.360852 226.362901 \r\nL 257.404489 226.363819 \r\nL 260.448125 226.36436 \r\nL 263.491761 226.364673 \r\nL 266.535398 226.364851 \r\nL 269.579034 226.364951 \r\nL 272.62267 226.365007 \r\nL 275.666307 226.365037 \r\nL 278.709943 226.365053 \r\nL 281.75358 226.365062 \r\nL 284.797216 226.365066 \r\nL 287.840852 226.365069 \r\nL 290.884489 226.36507 \r\nL 293.928125 226.36507 \r\nL 296.971761 226.365071 \r\nL 300.015398 226.365071 \r\nL 303.059034 226.365071 \r\nL 306.10267 226.365071 \r\nL 309.146307 226.365071 \r\nL 312.189943 226.365071 \r\nL 315.23358 226.365071 \r\nL 318.277216 226.365071 \r\nL 321.320852 226.365071 \r\nL 324.364489 226.365071 \r\nL 327.408125 226.365071 \r\nL 330.451761 226.365071 \r\nL 333.495398 226.365071 \r\nL 336.539034 226.365071 \r\nL 339.58267 226.365071 \r\nL 342.626307 226.365071 \r\nL 345.669943 226.365071 \r\nL 348.71358 226.365071 \r\nL 351.757216 226.365071 \r\nL 354.800852 226.365071 \r\nL 357.844489 226.365071 \r\nL 360.888125 226.365071 \r\n\" style=\"fill:none;stroke:#8c564b;stroke-linecap:square;stroke-width:2;\"/>\r\n   </g>\r\n   <g id=\"patch_103\">\r\n    <path d=\"M 42.828125 226.365071 \r\nL 42.828125 8.925071 \r\n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n   </g>\r\n   <g id=\"patch_104\">\r\n    <path d=\"M 377.628125 226.365071 \r\nL 377.628125 8.925071 \r\n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n   </g>\r\n   <g id=\"patch_105\">\r\n    <path d=\"M 42.828125 226.365071 \r\nL 377.628125 226.365071 \r\n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n   </g>\r\n   <g id=\"patch_106\">\r\n    <path d=\"M 42.828125 8.925071 \r\nL 377.628125 8.925071 \r\n\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n   </g>\r\n   <g id=\"legend_1\">\r\n    <g id=\"patch_107\">\r\n     <path d=\"M 296.928125 90.315696 \r\nL 370.628125 90.315696 \r\nQ 372.628125 90.315696 372.628125 88.315696 \r\nL 372.628125 15.925071 \r\nQ 372.628125 13.925071 370.628125 13.925071 \r\nL 296.928125 13.925071 \r\nQ 294.928125 13.925071 294.928125 15.925071 \r\nL 294.928125 88.315696 \r\nQ 294.928125 90.315696 296.928125 90.315696 \r\nz\r\n\" style=\"fill:#ffffff;opacity:0.8;stroke:#cccccc;stroke-linejoin:miter;\"/>\r\n    </g>\r\n    <g id=\"line2d_34\">\r\n     <path d=\"M 298.928125 22.023509 \r\nL 318.928125 22.023509 \r\n\" style=\"fill:none;stroke:#ff7f0e;stroke-linecap:square;stroke-width:2;\"/>\r\n    </g>\r\n    <g id=\"line2d_35\"/>\r\n    <g id=\"text_15\">\r\n     <!-- cauchy -->\r\n     <g transform=\"translate(326.928125 25.523509)scale(0.1 -0.1)\">\r\n      <defs>\r\n       <path d=\"M 3122 3366 \r\nL 3122 2828 \r\nQ 2878 2963 2633 3030 \r\nQ 2388 3097 2138 3097 \r\nQ 1578 3097 1268 2742 \r\nQ 959 2388 959 1747 \r\nQ 959 1106 1268 751 \r\nQ 1578 397 2138 397 \r\nQ 2388 397 2633 464 \r\nQ 2878 531 3122 666 \r\nL 3122 134 \r\nQ 2881 22 2623 -34 \r\nQ 2366 -91 2075 -91 \r\nQ 1284 -91 818 406 \r\nQ 353 903 353 1747 \r\nQ 353 2603 823 3093 \r\nQ 1294 3584 2113 3584 \r\nQ 2378 3584 2631 3529 \r\nQ 2884 3475 3122 3366 \r\nz\r\n\" id=\"DejaVuSans-63\" transform=\"scale(0.015625)\"/>\r\n       <path d=\"M 2194 1759 \r\nQ 1497 1759 1228 1600 \r\nQ 959 1441 959 1056 \r\nQ 959 750 1161 570 \r\nQ 1363 391 1709 391 \r\nQ 2188 391 2477 730 \r\nQ 2766 1069 2766 1631 \r\nL 2766 1759 \r\nL 2194 1759 \r\nz\r\nM 3341 1997 \r\nL 3341 0 \r\nL 2766 0 \r\nL 2766 531 \r\nQ 2569 213 2275 61 \r\nQ 1981 -91 1556 -91 \r\nQ 1019 -91 701 211 \r\nQ 384 513 384 1019 \r\nQ 384 1609 779 1909 \r\nQ 1175 2209 1959 2209 \r\nL 2766 2209 \r\nL 2766 2266 \r\nQ 2766 2663 2505 2880 \r\nQ 2244 3097 1772 3097 \r\nQ 1472 3097 1187 3025 \r\nQ 903 2953 641 2809 \r\nL 641 3341 \r\nQ 956 3463 1253 3523 \r\nQ 1550 3584 1831 3584 \r\nQ 2591 3584 2966 3190 \r\nQ 3341 2797 3341 1997 \r\nz\r\n\" id=\"DejaVuSans-61\" transform=\"scale(0.015625)\"/>\r\n       <path d=\"M 544 1381 \r\nL 544 3500 \r\nL 1119 3500 \r\nL 1119 1403 \r\nQ 1119 906 1312 657 \r\nQ 1506 409 1894 409 \r\nQ 2359 409 2629 706 \r\nQ 2900 1003 2900 1516 \r\nL 2900 3500 \r\nL 3475 3500 \r\nL 3475 0 \r\nL 2900 0 \r\nL 2900 538 \r\nQ 2691 219 2414 64 \r\nQ 2138 -91 1772 -91 \r\nQ 1169 -91 856 284 \r\nQ 544 659 544 1381 \r\nz\r\nM 1991 3584 \r\nL 1991 3584 \r\nz\r\n\" id=\"DejaVuSans-75\" transform=\"scale(0.015625)\"/>\r\n       <path d=\"M 3513 2113 \r\nL 3513 0 \r\nL 2938 0 \r\nL 2938 2094 \r\nQ 2938 2591 2744 2837 \r\nQ 2550 3084 2163 3084 \r\nQ 1697 3084 1428 2787 \r\nQ 1159 2491 1159 1978 \r\nL 1159 0 \r\nL 581 0 \r\nL 581 4863 \r\nL 1159 4863 \r\nL 1159 2956 \r\nQ 1366 3272 1645 3428 \r\nQ 1925 3584 2291 3584 \r\nQ 2894 3584 3203 3211 \r\nQ 3513 2838 3513 2113 \r\nz\r\n\" id=\"DejaVuSans-68\" transform=\"scale(0.015625)\"/>\r\n       <path d=\"M 2059 -325 \r\nQ 1816 -950 1584 -1140 \r\nQ 1353 -1331 966 -1331 \r\nL 506 -1331 \r\nL 506 -850 \r\nL 844 -850 \r\nQ 1081 -850 1212 -737 \r\nQ 1344 -625 1503 -206 \r\nL 1606 56 \r\nL 191 3500 \r\nL 800 3500 \r\nL 1894 763 \r\nL 2988 3500 \r\nL 3597 3500 \r\nL 2059 -325 \r\nz\r\n\" id=\"DejaVuSans-79\" transform=\"scale(0.015625)\"/>\r\n      </defs>\r\n      <use xlink:href=\"#DejaVuSans-63\"/>\r\n      <use x=\"54.980469\" xlink:href=\"#DejaVuSans-61\"/>\r\n      <use x=\"116.259766\" xlink:href=\"#DejaVuSans-75\"/>\r\n      <use x=\"179.638672\" xlink:href=\"#DejaVuSans-63\"/>\r\n      <use x=\"234.619141\" xlink:href=\"#DejaVuSans-68\"/>\r\n      <use x=\"297.998047\" xlink:href=\"#DejaVuSans-79\"/>\r\n     </g>\r\n    </g>\r\n    <g id=\"line2d_36\">\r\n     <path d=\"M 298.928125 36.701634 \r\nL 318.928125 36.701634 \r\n\" style=\"fill:none;stroke:#2ca02c;stroke-linecap:square;stroke-width:2;\"/>\r\n    </g>\r\n    <g id=\"line2d_37\"/>\r\n    <g id=\"text_16\">\r\n     <!-- laplace -->\r\n     <g transform=\"translate(326.928125 40.201634)scale(0.1 -0.1)\">\r\n      <defs>\r\n       <path d=\"M 603 4863 \r\nL 1178 4863 \r\nL 1178 0 \r\nL 603 0 \r\nL 603 4863 \r\nz\r\n\" id=\"DejaVuSans-6c\" transform=\"scale(0.015625)\"/>\r\n       <path d=\"M 1159 525 \r\nL 1159 -1331 \r\nL 581 -1331 \r\nL 581 3500 \r\nL 1159 3500 \r\nL 1159 2969 \r\nQ 1341 3281 1617 3432 \r\nQ 1894 3584 2278 3584 \r\nQ 2916 3584 3314 3078 \r\nQ 3713 2572 3713 1747 \r\nQ 3713 922 3314 415 \r\nQ 2916 -91 2278 -91 \r\nQ 1894 -91 1617 61 \r\nQ 1341 213 1159 525 \r\nz\r\nM 3116 1747 \r\nQ 3116 2381 2855 2742 \r\nQ 2594 3103 2138 3103 \r\nQ 1681 3103 1420 2742 \r\nQ 1159 2381 1159 1747 \r\nQ 1159 1113 1420 752 \r\nQ 1681 391 2138 391 \r\nQ 2594 391 2855 752 \r\nQ 3116 1113 3116 1747 \r\nz\r\n\" id=\"DejaVuSans-70\" transform=\"scale(0.015625)\"/>\r\n       <path d=\"M 3597 1894 \r\nL 3597 1613 \r\nL 953 1613 \r\nQ 991 1019 1311 708 \r\nQ 1631 397 2203 397 \r\nQ 2534 397 2845 478 \r\nQ 3156 559 3463 722 \r\nL 3463 178 \r\nQ 3153 47 2828 -22 \r\nQ 2503 -91 2169 -91 \r\nQ 1331 -91 842 396 \r\nQ 353 884 353 1716 \r\nQ 353 2575 817 3079 \r\nQ 1281 3584 2069 3584 \r\nQ 2775 3584 3186 3129 \r\nQ 3597 2675 3597 1894 \r\nz\r\nM 3022 2063 \r\nQ 3016 2534 2758 2815 \r\nQ 2500 3097 2075 3097 \r\nQ 1594 3097 1305 2825 \r\nQ 1016 2553 972 2059 \r\nL 3022 2063 \r\nz\r\n\" id=\"DejaVuSans-65\" transform=\"scale(0.015625)\"/>\r\n      </defs>\r\n      <use xlink:href=\"#DejaVuSans-6c\"/>\r\n      <use x=\"27.783203\" xlink:href=\"#DejaVuSans-61\"/>\r\n      <use x=\"89.0625\" xlink:href=\"#DejaVuSans-70\"/>\r\n      <use x=\"152.539062\" xlink:href=\"#DejaVuSans-6c\"/>\r\n      <use x=\"180.322266\" xlink:href=\"#DejaVuSans-61\"/>\r\n      <use x=\"241.601562\" xlink:href=\"#DejaVuSans-63\"/>\r\n      <use x=\"296.582031\" xlink:href=\"#DejaVuSans-65\"/>\r\n     </g>\r\n    </g>\r\n    <g id=\"line2d_38\">\r\n     <path d=\"M 298.928125 51.379759 \r\nL 318.928125 51.379759 \r\n\" style=\"fill:none;stroke:#d62728;stroke-linecap:square;stroke-width:2;\"/>\r\n    </g>\r\n    <g id=\"line2d_39\"/>\r\n    <g id=\"text_17\">\r\n     <!-- dweibull -->\r\n     <g transform=\"translate(326.928125 54.879759)scale(0.1 -0.1)\">\r\n      <defs>\r\n       <path d=\"M 2906 2969 \r\nL 2906 4863 \r\nL 3481 4863 \r\nL 3481 0 \r\nL 2906 0 \r\nL 2906 525 \r\nQ 2725 213 2448 61 \r\nQ 2172 -91 1784 -91 \r\nQ 1150 -91 751 415 \r\nQ 353 922 353 1747 \r\nQ 353 2572 751 3078 \r\nQ 1150 3584 1784 3584 \r\nQ 2172 3584 2448 3432 \r\nQ 2725 3281 2906 2969 \r\nz\r\nM 947 1747 \r\nQ 947 1113 1208 752 \r\nQ 1469 391 1925 391 \r\nQ 2381 391 2643 752 \r\nQ 2906 1113 2906 1747 \r\nQ 2906 2381 2643 2742 \r\nQ 2381 3103 1925 3103 \r\nQ 1469 3103 1208 2742 \r\nQ 947 2381 947 1747 \r\nz\r\n\" id=\"DejaVuSans-64\" transform=\"scale(0.015625)\"/>\r\n       <path d=\"M 269 3500 \r\nL 844 3500 \r\nL 1563 769 \r\nL 2278 3500 \r\nL 2956 3500 \r\nL 3675 769 \r\nL 4391 3500 \r\nL 4966 3500 \r\nL 4050 0 \r\nL 3372 0 \r\nL 2619 2869 \r\nL 1863 0 \r\nL 1184 0 \r\nL 269 3500 \r\nz\r\n\" id=\"DejaVuSans-77\" transform=\"scale(0.015625)\"/>\r\n       <path d=\"M 603 3500 \r\nL 1178 3500 \r\nL 1178 0 \r\nL 603 0 \r\nL 603 3500 \r\nz\r\nM 603 4863 \r\nL 1178 4863 \r\nL 1178 4134 \r\nL 603 4134 \r\nL 603 4863 \r\nz\r\n\" id=\"DejaVuSans-69\" transform=\"scale(0.015625)\"/>\r\n       <path d=\"M 3116 1747 \r\nQ 3116 2381 2855 2742 \r\nQ 2594 3103 2138 3103 \r\nQ 1681 3103 1420 2742 \r\nQ 1159 2381 1159 1747 \r\nQ 1159 1113 1420 752 \r\nQ 1681 391 2138 391 \r\nQ 2594 391 2855 752 \r\nQ 3116 1113 3116 1747 \r\nz\r\nM 1159 2969 \r\nQ 1341 3281 1617 3432 \r\nQ 1894 3584 2278 3584 \r\nQ 2916 3584 3314 3078 \r\nQ 3713 2572 3713 1747 \r\nQ 3713 922 3314 415 \r\nQ 2916 -91 2278 -91 \r\nQ 1894 -91 1617 61 \r\nQ 1341 213 1159 525 \r\nL 1159 0 \r\nL 581 0 \r\nL 581 4863 \r\nL 1159 4863 \r\nL 1159 2969 \r\nz\r\n\" id=\"DejaVuSans-62\" transform=\"scale(0.015625)\"/>\r\n      </defs>\r\n      <use xlink:href=\"#DejaVuSans-64\"/>\r\n      <use x=\"63.476562\" xlink:href=\"#DejaVuSans-77\"/>\r\n      <use x=\"145.263672\" xlink:href=\"#DejaVuSans-65\"/>\r\n      <use x=\"206.787109\" xlink:href=\"#DejaVuSans-69\"/>\r\n      <use x=\"234.570312\" xlink:href=\"#DejaVuSans-62\"/>\r\n      <use x=\"298.046875\" xlink:href=\"#DejaVuSans-75\"/>\r\n      <use x=\"361.425781\" xlink:href=\"#DejaVuSans-6c\"/>\r\n      <use x=\"389.208984\" xlink:href=\"#DejaVuSans-6c\"/>\r\n     </g>\r\n    </g>\r\n    <g id=\"line2d_40\">\r\n     <path d=\"M 298.928125 66.057884 \r\nL 318.928125 66.057884 \r\n\" style=\"fill:none;stroke:#9467bd;stroke-linecap:square;stroke-width:2;\"/>\r\n    </g>\r\n    <g id=\"line2d_41\"/>\r\n    <g id=\"text_18\">\r\n     <!-- logistic -->\r\n     <g transform=\"translate(326.928125 69.557884)scale(0.1 -0.1)\">\r\n      <defs>\r\n       <path d=\"M 1959 3097 \r\nQ 1497 3097 1228 2736 \r\nQ 959 2375 959 1747 \r\nQ 959 1119 1226 758 \r\nQ 1494 397 1959 397 \r\nQ 2419 397 2687 759 \r\nQ 2956 1122 2956 1747 \r\nQ 2956 2369 2687 2733 \r\nQ 2419 3097 1959 3097 \r\nz\r\nM 1959 3584 \r\nQ 2709 3584 3137 3096 \r\nQ 3566 2609 3566 1747 \r\nQ 3566 888 3137 398 \r\nQ 2709 -91 1959 -91 \r\nQ 1206 -91 779 398 \r\nQ 353 888 353 1747 \r\nQ 353 2609 779 3096 \r\nQ 1206 3584 1959 3584 \r\nz\r\n\" id=\"DejaVuSans-6f\" transform=\"scale(0.015625)\"/>\r\n       <path d=\"M 2906 1791 \r\nQ 2906 2416 2648 2759 \r\nQ 2391 3103 1925 3103 \r\nQ 1463 3103 1205 2759 \r\nQ 947 2416 947 1791 \r\nQ 947 1169 1205 825 \r\nQ 1463 481 1925 481 \r\nQ 2391 481 2648 825 \r\nQ 2906 1169 2906 1791 \r\nz\r\nM 3481 434 \r\nQ 3481 -459 3084 -895 \r\nQ 2688 -1331 1869 -1331 \r\nQ 1566 -1331 1297 -1286 \r\nQ 1028 -1241 775 -1147 \r\nL 775 -588 \r\nQ 1028 -725 1275 -790 \r\nQ 1522 -856 1778 -856 \r\nQ 2344 -856 2625 -561 \r\nQ 2906 -266 2906 331 \r\nL 2906 616 \r\nQ 2728 306 2450 153 \r\nQ 2172 0 1784 0 \r\nQ 1141 0 747 490 \r\nQ 353 981 353 1791 \r\nQ 353 2603 747 3093 \r\nQ 1141 3584 1784 3584 \r\nQ 2172 3584 2450 3431 \r\nQ 2728 3278 2906 2969 \r\nL 2906 3500 \r\nL 3481 3500 \r\nL 3481 434 \r\nz\r\n\" id=\"DejaVuSans-67\" transform=\"scale(0.015625)\"/>\r\n       <path d=\"M 2834 3397 \r\nL 2834 2853 \r\nQ 2591 2978 2328 3040 \r\nQ 2066 3103 1784 3103 \r\nQ 1356 3103 1142 2972 \r\nQ 928 2841 928 2578 \r\nQ 928 2378 1081 2264 \r\nQ 1234 2150 1697 2047 \r\nL 1894 2003 \r\nQ 2506 1872 2764 1633 \r\nQ 3022 1394 3022 966 \r\nQ 3022 478 2636 193 \r\nQ 2250 -91 1575 -91 \r\nQ 1294 -91 989 -36 \r\nQ 684 19 347 128 \r\nL 347 722 \r\nQ 666 556 975 473 \r\nQ 1284 391 1588 391 \r\nQ 1994 391 2212 530 \r\nQ 2431 669 2431 922 \r\nQ 2431 1156 2273 1281 \r\nQ 2116 1406 1581 1522 \r\nL 1381 1569 \r\nQ 847 1681 609 1914 \r\nQ 372 2147 372 2553 \r\nQ 372 3047 722 3315 \r\nQ 1072 3584 1716 3584 \r\nQ 2034 3584 2315 3537 \r\nQ 2597 3491 2834 3397 \r\nz\r\n\" id=\"DejaVuSans-73\" transform=\"scale(0.015625)\"/>\r\n       <path d=\"M 1172 4494 \r\nL 1172 3500 \r\nL 2356 3500 \r\nL 2356 3053 \r\nL 1172 3053 \r\nL 1172 1153 \r\nQ 1172 725 1289 603 \r\nQ 1406 481 1766 481 \r\nL 2356 481 \r\nL 2356 0 \r\nL 1766 0 \r\nQ 1100 0 847 248 \r\nQ 594 497 594 1153 \r\nL 594 3053 \r\nL 172 3053 \r\nL 172 3500 \r\nL 594 3500 \r\nL 594 4494 \r\nL 1172 4494 \r\nz\r\n\" id=\"DejaVuSans-74\" transform=\"scale(0.015625)\"/>\r\n      </defs>\r\n      <use xlink:href=\"#DejaVuSans-6c\"/>\r\n      <use x=\"27.783203\" xlink:href=\"#DejaVuSans-6f\"/>\r\n      <use x=\"88.964844\" xlink:href=\"#DejaVuSans-67\"/>\r\n      <use x=\"152.441406\" xlink:href=\"#DejaVuSans-69\"/>\r\n      <use x=\"180.224609\" xlink:href=\"#DejaVuSans-73\"/>\r\n      <use x=\"232.324219\" xlink:href=\"#DejaVuSans-74\"/>\r\n      <use x=\"271.533203\" xlink:href=\"#DejaVuSans-69\"/>\r\n      <use x=\"299.316406\" xlink:href=\"#DejaVuSans-63\"/>\r\n     </g>\r\n    </g>\r\n    <g id=\"line2d_42\">\r\n     <path d=\"M 298.928125 80.736009 \r\nL 318.928125 80.736009 \r\n\" style=\"fill:none;stroke:#8c564b;stroke-linecap:square;stroke-width:2;\"/>\r\n    </g>\r\n    <g id=\"line2d_43\"/>\r\n    <g id=\"text_19\">\r\n     <!-- norm -->\r\n     <g transform=\"translate(326.928125 84.236009)scale(0.1 -0.1)\">\r\n      <defs>\r\n       <path d=\"M 3513 2113 \r\nL 3513 0 \r\nL 2938 0 \r\nL 2938 2094 \r\nQ 2938 2591 2744 2837 \r\nQ 2550 3084 2163 3084 \r\nQ 1697 3084 1428 2787 \r\nQ 1159 2491 1159 1978 \r\nL 1159 0 \r\nL 581 0 \r\nL 581 3500 \r\nL 1159 3500 \r\nL 1159 2956 \r\nQ 1366 3272 1645 3428 \r\nQ 1925 3584 2291 3584 \r\nQ 2894 3584 3203 3211 \r\nQ 3513 2838 3513 2113 \r\nz\r\n\" id=\"DejaVuSans-6e\" transform=\"scale(0.015625)\"/>\r\n       <path d=\"M 2631 2963 \r\nQ 2534 3019 2420 3045 \r\nQ 2306 3072 2169 3072 \r\nQ 1681 3072 1420 2755 \r\nQ 1159 2438 1159 1844 \r\nL 1159 0 \r\nL 581 0 \r\nL 581 3500 \r\nL 1159 3500 \r\nL 1159 2956 \r\nQ 1341 3275 1631 3429 \r\nQ 1922 3584 2338 3584 \r\nQ 2397 3584 2469 3576 \r\nQ 2541 3569 2628 3553 \r\nL 2631 2963 \r\nz\r\n\" id=\"DejaVuSans-72\" transform=\"scale(0.015625)\"/>\r\n       <path d=\"M 3328 2828 \r\nQ 3544 3216 3844 3400 \r\nQ 4144 3584 4550 3584 \r\nQ 5097 3584 5394 3201 \r\nQ 5691 2819 5691 2113 \r\nL 5691 0 \r\nL 5113 0 \r\nL 5113 2094 \r\nQ 5113 2597 4934 2840 \r\nQ 4756 3084 4391 3084 \r\nQ 3944 3084 3684 2787 \r\nQ 3425 2491 3425 1978 \r\nL 3425 0 \r\nL 2847 0 \r\nL 2847 2094 \r\nQ 2847 2600 2669 2842 \r\nQ 2491 3084 2119 3084 \r\nQ 1678 3084 1418 2786 \r\nQ 1159 2488 1159 1978 \r\nL 1159 0 \r\nL 581 0 \r\nL 581 3500 \r\nL 1159 3500 \r\nL 1159 2956 \r\nQ 1356 3278 1631 3431 \r\nQ 1906 3584 2284 3584 \r\nQ 2666 3584 2933 3390 \r\nQ 3200 3197 3328 2828 \r\nz\r\n\" id=\"DejaVuSans-6d\" transform=\"scale(0.015625)\"/>\r\n      </defs>\r\n      <use xlink:href=\"#DejaVuSans-6e\"/>\r\n      <use x=\"63.378906\" xlink:href=\"#DejaVuSans-6f\"/>\r\n      <use x=\"124.560547\" xlink:href=\"#DejaVuSans-72\"/>\r\n      <use x=\"163.923828\" xlink:href=\"#DejaVuSans-6d\"/>\r\n     </g>\r\n    </g>\r\n   </g>\r\n  </g>\r\n </g>\r\n <defs>\r\n  <clipPath id=\"pac1109b543\">\r\n   <rect height=\"217.44\" width=\"334.8\" x=\"42.828125\" y=\"8.925071\"/>\r\n  </clipPath>\r\n </defs>\r\n</svg>\r\n",
      "image/png": "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\n"
     },
     "metadata": {
      "needs_background": "light"
     }
    }
   ],
   "source": [
    "import builtins\n",
    "import fitter \n",
    "import pandas as pd \n",
    "import numpy as np\n",
    "import os\n",
    "\n",
    "def read_data(url, file_url):\n",
    "    data = pd.read_csv(file_url + url,encoding= \"utf-8\", \n",
    "                    converters={\"预起\":pd.to_datetime,\n",
    "                                \"预起变更\":pd.to_datetime,\n",
    "                                \"离地\":pd.to_datetime,\n",
    "                                \"预达\":pd.to_datetime,\n",
    "                                \"预达变更\":pd.to_datetime,\n",
    "                                \"落地\":pd.to_datetime})\n",
    "    return data \n",
    "\n",
    "\n",
    "\n",
    "if __name__ == \"__main__\":\n",
    "    file_url = \"data\\\\clean\\\\\"\n",
    "    os_list = os.listdir(file_url)\n",
    "    # 读取数据\n",
    "    total_data = read_data(file_url = \"data\\\\clean\\\\\",url = \"2021-06-01.csv\")\n",
    "\n",
    "    # 获取所有的数据\n",
    "    for file in os_list[1:]:\n",
    "        new_data = read_data(file,file_url)\n",
    "        total_data = total_data.append(new_data)\n",
    "        total_data.index = [i for i in range(total_data.shape[0])]\n",
    "    # print(total_data.shape)\n",
    "    # print(total_data.head())\n",
    "\n",
    "    raw_data = total_data[\"误差\"].dropna()\n",
    "    print(raw_data.head())\n",
    "    # print(fitted_data)\n",
    "    # print(type(fitted_data.values))\n",
    "\n",
    "    # 开始拟合\n",
    "    f = fitter.Fitter(raw_data, bins= 100, xmax=400, xmin=-300,                                   distributions=[\"laplace\", \"logistic\", \"norm\", \"cauchy\",                     \"dweibull\"])\n",
    "    f.fit()\n",
    "    f.summary()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "output_type": "execute_result",
     "data": {
      "text/plain": [
       "{'cauchy': (1.9086047586716894, 13.472185388805338)}"
      ]
     },
     "metadata": {},
     "execution_count": 7
    }
   ],
   "source": [
    "f.get_best(method='sumsquare_error')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "f.summary()\n"
   ]
  }
 ]
}